Spend Intelligence Pipeline

Sprint 2/4

2/7 modules

VNLZKPTG+1

Spend Intelligence Pipeline

Build a lakehouse-native pipeline for spend analytics that ingests procurement data across all vendor contracts, categorizes spend by taxonomy, detects anomalies, and forecasts future spend with confidence intervals. Outputs feed the VIOS command center.

Due: May 30, 2026Last: 1h ago

Modules

Module Progress2/7

Done (2)Active (2)Pending (3)

Integrations

DatabricksUnity Catalog · 8 Delta tables · Photon enabled

1m ago

Google CloudBigQuery, Cloud Storage, Pub/Sub

2m ago

GitHubwipro-vios/spend-intelligence · 34 commits

45s ago

JiraSprint 2 · 10 tickets · 1 blocker

3m ago

Slack#wipro-databricks-spend · 18 members

1m ago

App.jsData Ingestion

1<kw>import</kw> React, { useState } <kw>from</kw> "react";
2
3<kw>const</kw> vendors = [
4  { name: "TCS", risk: 93, delivery: 95, compliance: 98 },
5  { name: "Accenture Federal", risk: 87, delivery: 84, compliance: 92 },
6  { name: "Wipro HOLMES", risk: 78, delivery: 82, compliance: 75 },
7  { name: "Infosys BPM", risk: 71, delivery: 68, compliance: 74 },
8  { name: "Cognizant", risk: 55, delivery: 52, compliance: 61 },
9];
10
11<kw>function</kw> Bar({ value }) {
12  <kw>return</kw> (
13    <div style={{ display: "flex", alignItems: "center", gap: 8 }}>
14      <div style={{ width: 100, height: 5, background: "rgba(255,255,255,0.08)", borderRadius: 3 }}>
15        <div style={{ width: value + "%", height: "100%", background: value > 80 ? "rgba(255,255,255,0.4)" : "rgba(255,255,255,0.2)", borderRadius: 3, transition: "width 0.3s" }} />
16      </div>
17      <span style={{ fontSize: 11, fontFamily: "monospace", color: "rgba(255,255,255,0.5)" }}>{value}</span>
18    </div>
19  );
20}
21
22<kw>export</kw> <kw>default</kw> <kw>function</kw> App() {
23  <kw>const</kw> [selected, setSelected] = useState(null);
24  <kw>return</kw> (
25    <div style={{ padding: 20, background: "#0a0914", minHeight: "100vh", color: "white", fontFamily: "system-ui, sans-serif" }}>
26      <h2 style={{ fontSize: 16, fontWeight: 600, color: "rgba(255,255,255,0.85)", margin: 0 }}>Vendor Risk Dashboard</h2>
27      <p style={{ fontSize: 11, color: "rgba(255,255,255,0.35)", marginTop: 4, marginBottom: 16 }}>Click a vendor to see details</p>
28      <table style={{ width: "100%", borderCollapse: "collapse" }}>
29        <thead>
30          <tr style={{ borderBottom: "1px solid rgba(255,255,255,0.08)" }}>
31            {["Vendor", "Risk", "Delivery", "Compliance"].map(h => (
32              <th key={h} style={{ textAlign: "left", padding: "6px 0", fontSize: 10, color: "rgba(255,255,255,0.3)", fontWeight: 500 }}>{h}</th>
33            ))}
34          </tr>
35        </thead>
36        <tbody>
37          {vendors.map(v => (
38            <tr key={v.name} onClick={() => setSelected(v.name === selected ? null : v.name)} style={{ borderBottom: "1px solid rgba(255,255,255,0.04)", cursor: "pointer", background: v.name === selected ? "rgba(255,255,255,0.03)" : "transparent" }}>
39              <td style={{ padding: "8px 0", fontSize: 12, color: "rgba(255,255,255,0.7)" }}>{v.name}</td>
40              <td style={{ padding: "8px 0" }}><Bar value={v.risk} /></td>
41              <td style={{ padding: "8px 0" }}><Bar value={v.delivery} /></td>
42              <td style={{ padding: "8px 0" }}><Bar value={v.compliance} /></td>
43            </tr>
44          ))}
45        </tbody>
46      </table>
47      {selected && (
48        <div style={{ marginTop: 16, padding: 12, background: "rgba(255,255,255,0.02)", border: "1px solid rgba(255,255,255,0.06)", borderRadius: 8 }}>
49          <p style={{ fontSize: 13, color: "rgba(255,255,255,0.7)", margin: 0 }}>{selected} — Detail View</p>
50          <p style={{ fontSize: 11, color: "rgba(255,255,255,0.35)", marginTop: 4 }}>Risk factors, SLA history, and contract status would render here.</p>
51        </div>
52      )}
53    </div>
54  );
55}

Previewlocalhost:3000

Vendor Risk Dashboard

Click a vendor to see details

Vendor	Risk	Delivery	Compliance
TCS	93	95	98
Accenture Federal	87	84	92
Wipro HOLMES	78	82	75
Infosys BPM	71	68	74
Cognizant	55	52	61

Team (5)

Vikram Nair Wipro

Reviewing: anomaly detection specViewing: Preview tab

Lisa Zhang Databricks

Editing: spend-pipeline.tsViewing: Preview tab

Kevin Park Databricks

Editing: anomaly-detector.tsViewing: Preview tab

Tanya Gupta Wipro

Viewing: spend taxonomy docs

Alex Chen

Last: cluster-config.py

Comments (3)

VNVikram Nair1h agoRequirement

The spend categorization needs a 4th level of granularity. Current 3-level taxonomy misses sub-categories in IT services.

LZLisa Zhang40 min agoResolved

Extended taxonomy to L4 in the Delta table schema. Backfill job running now — ETA 20 min.

KPKevin Park25 min agoIn Progress

Anomaly detector is catching too many false positives on seasonal spend patterns. Adding time-series decomposition to filter.

anomaly-detector.ts:31

Code

Build

Test

Staging

Production

StagingBuild #1847Coverage: 84%

VIOS Co-Create

Spend Intelligence Pipeline

Sprint 2/4

2/7 modules

VNLZKPTG+1

Back

Spend Intelligence Pipeline

Due: May 30, 2026Last: 1h ago

Modules

Module Progress2/7

Done (2)Active (2)Pending (3)

Integrations

DatabricksUnity Catalog · 8 Delta tables · Photon enabled

1m ago

Google CloudBigQuery, Cloud Storage, Pub/Sub

2m ago

GitHubwipro-vios/spend-intelligence · 34 commits

45s ago

JiraSprint 2 · 10 tickets · 1 blocker

3m ago

Slack#wipro-databricks-spend · 18 members

1m ago

App.jsData Ingestion

1<kw>import</kw> React, { useState } <kw>from</kw> "react";
2
3<kw>const</kw> vendors = [
4  { name: "TCS", risk: 93, delivery: 95, compliance: 98 },
5  { name: "Accenture Federal", risk: 87, delivery: 84, compliance: 92 },
6  { name: "Wipro HOLMES", risk: 78, delivery: 82, compliance: 75 },
7  { name: "Infosys BPM", risk: 71, delivery: 68, compliance: 74 },
8  { name: "Cognizant", risk: 55, delivery: 52, compliance: 61 },
9];
10
11<kw>function</kw> Bar({ value }) {
12  <kw>return</kw> (
13    <div style={{ display: "flex", alignItems: "center", gap: 8 }}>
14      <div style={{ width: 100, height: 5, background: "rgba(255,255,255,0.08)", borderRadius: 3 }}>
15        <div style={{ width: value + "%", height: "100%", background: value > 80 ? "rgba(255,255,255,0.4)" : "rgba(255,255,255,0.2)", borderRadius: 3, transition: "width 0.3s" }} />
16      </div>
17      <span style={{ fontSize: 11, fontFamily: "monospace", color: "rgba(255,255,255,0.5)" }}>{value}</span>
18    </div>
19  );
20}
21
22<kw>export</kw> <kw>default</kw> <kw>function</kw> App() {
23  <kw>const</kw> [selected, setSelected] = useState(null);
24  <kw>return</kw> (
25    <div style={{ padding: 20, background: "#0a0914", minHeight: "100vh", color: "white", fontFamily: "system-ui, sans-serif" }}>
26      <h2 style={{ fontSize: 16, fontWeight: 600, color: "rgba(255,255,255,0.85)", margin: 0 }}>Vendor Risk Dashboard</h2>
27      <p style={{ fontSize: 11, color: "rgba(255,255,255,0.35)", marginTop: 4, marginBottom: 16 }}>Click a vendor to see details</p>
28      <table style={{ width: "100%", borderCollapse: "collapse" }}>
29        <thead>
30          <tr style={{ borderBottom: "1px solid rgba(255,255,255,0.08)" }}>
31            {["Vendor", "Risk", "Delivery", "Compliance"].map(h => (
32              <th key={h} style={{ textAlign: "left", padding: "6px 0", fontSize: 10, color: "rgba(255,255,255,0.3)", fontWeight: 500 }}>{h}</th>
33            ))}
34          </tr>
35        </thead>
36        <tbody>
37          {vendors.map(v => (
38            <tr key={v.name} onClick={() => setSelected(v.name === selected ? null : v.name)} style={{ borderBottom: "1px solid rgba(255,255,255,0.04)", cursor: "pointer", background: v.name === selected ? "rgba(255,255,255,0.03)" : "transparent" }}>
39              <td style={{ padding: "8px 0", fontSize: 12, color: "rgba(255,255,255,0.7)" }}>{v.name}</td>
40              <td style={{ padding: "8px 0" }}><Bar value={v.risk} /></td>
41              <td style={{ padding: "8px 0" }}><Bar value={v.delivery} /></td>
42              <td style={{ padding: "8px 0" }}><Bar value={v.compliance} /></td>
43            </tr>
44          ))}
45        </tbody>
46      </table>
47      {selected && (
48        <div style={{ marginTop: 16, padding: 12, background: "rgba(255,255,255,0.02)", border: "1px solid rgba(255,255,255,0.06)", borderRadius: 8 }}>
49          <p style={{ fontSize: 13, color: "rgba(255,255,255,0.7)", margin: 0 }}>{selected} — Detail View</p>
50          <p style={{ fontSize: 11, color: "rgba(255,255,255,0.35)", marginTop: 4 }}>Risk factors, SLA history, and contract status would render here.</p>
51        </div>
52      )}
53    </div>
54  );
55}

Previewlocalhost:3000

Vendor Risk Dashboard

Click a vendor to see details

Vendor	Risk	Delivery	Compliance
TCS	93	95	98
Accenture Federal	87	84	92
Wipro HOLMES	78	82	75
Infosys BPM	71	68	74
Cognizant	55	52	61

Team (5)

Vikram Nair Wipro

Reviewing: anomaly detection specViewing: Preview tab

Lisa Zhang Databricks

Editing: spend-pipeline.tsViewing: Preview tab

Kevin Park Databricks

Editing: anomaly-detector.tsViewing: Preview tab

Tanya Gupta Wipro

Viewing: spend taxonomy docs

Alex Chen

Last: cluster-config.py

Comments (3)

VNVikram Nair1h agoRequirement

The spend categorization needs a 4th level of granularity. Current 3-level taxonomy misses sub-categories in IT services.

LZLisa Zhang40 min agoResolved

Extended taxonomy to L4 in the Delta table schema. Backfill job running now — ETA 20 min.

KPKevin Park25 min agoIn Progress

Anomaly detector is catching too many false positives on seasonal spend patterns. Adding time-series decomposition to filter.

anomaly-detector.ts:31

Code

Build

Test

Staging

Production

StagingBuild #1847Coverage: 84%