Indic Labs — Studio

The Work.

Production agent systems and GenAI content pipelines. Everything below runs for a real client or in our own stack. No mockups in the metrics.

Featured Build · SevaSangraha

OPD Orchestrator — intake to bill, one graph.

opd-orchestrator.flow — production · v3.8 ACTIVE
TRIGGER
⊕Patient Intake
webhook · kiosk + desk
uhid.create | abha.link
2.1k/day34ms
⌘EHR Context
fetch: history, allergies
FHIR R4 · ABDM gateway
cache 91%118ms
LLM
✦Triage Agent
claude-sonnet · tools: 6
urgency + specialty route
eval 98.2%1.4s
→Queue Router
slot: consult desk 1–9
wait-time prediction
p95 4m22ms
₿Bill Drafter
GST + TPA lookup
human approve gate
0 err/30d340ms
DONE
✓Visit Record
postgres + audit log
TRIGGER
☏Voice Intake
twilio · 4 languages
deepgram STT stream
610/dayreal-time
LLM
✦Symptom Parser
extract → structured
hand-off to triage
eval 97.1%900ms
CATCH
!Escalate Human
low-confidence → senior desk · slack alert
1.8% of runs—
14:02:11✓ run #88,412 — intake→triage→queue · desk 4 · total 1.9s
14:02:09ℹ triage_agent tool_call: ehr.fetch_history(uhid=SS-2041-…) 112ms
14:02:08✓ run #88,411 — voice intake (hi-IN) → symptom parse conf 0.94
14:01:56⚠ run #88,407 — confidence 0.61 < 0.7 → escalated to senior desk
14:01:42✓ bill draft approved by operator@reception-2 · ₊ audit logged
2,700+runs / day
3×OPD throughput
98.2%triage eval score
1.8%human escalation
Read the Case Study →

Featured Build · Immortal Fitness

Reel Factory — brief in, 30 reels out.

reel-factory.flow — production · v5.2 ACTIVE
CRON
◷Weekly Brief
mon 06:00 IST
notion: content_db
52 wks—
LLM
✦Hook Writer
brand-voice RAG
30 scripts · hook+cta
top-hook loop40s
▦Magnific Render
img gen + upscale
brand LUT lock
30×/run4m
✂Cut + Caption
ffmpeg pipeline
karaoke captions · SFX
9:16 + 1:12m
SHIP
↗Scheduler
IG · YT · LI
best-slot model
JUDGE
⚖Brand QA Gate
LLM judge: tone, claim,
visual compliance · blocks fails
rejects 7%6s
06:14:33✓ batch W24 — 30/30 rendered · 2 rejected by QA → re-gen · 28 scheduled
06:11:02ℹ hook_writer: top performer last wk "nobody tells you this about cutting" → seeded 4 variants
06:08:47⚠ reel_19 claim check: "2x faster fat loss" → flagged, rewritten compliant
06:02:10✓ analytics ingest: wk23 — avg watch 71% · saves +18% w/w
30reels / week
1human operator
3.1×engagement lift
7%QA rejection rate
Read the Case Study →

Agent Systems

Every graph we run.

RAG Knowledge Agent

RAG Knowledge Agent

Hybrid retrieval over 12+ SOP sources. Cites everything, refuses without source.

QDRANTBGE-M3CLAUDELANGFUSE
 Voice Support Agent

Voice Support Agent

Multilingual tier-1 resolution. 82% first-call, clean human hand-off with context.

TWILIODEEPGRAMELEVENLABS
 OPD Triage Agent

OPD Triage Agent

Intake → triage → route → bill, one pass. Three desks collapsed into one.

FHIRABDMPOSTGRES
 Lead-Gen Agent

Lead-Gen / Shortlist Agent

Reads the JD like a senior recruiter. Ranked shortlist with outreach drafts by Monday.

LINKEDINGREENHOUSECLAUDE
 Content-Ops Agent

Content-Ops Agent

Ideate → script → render → post, with analytics looped back into ideation.

MAGNIFICFFMPEGBUFFER
 Eval & Guardrail Agent

Eval & Guardrail Agent

Every output judged against rubric. Fails block, alert, and open an issue — in 200ms.

LANGFUSELLM-JUDGELINEAR

Content Studio

GenAI pieces, brand-locked.

0:31▶
Reel · Immortal Fitness"Nobody tells you this about cutting"
0:42▶
Product Film · SevaSangraha12 Hours to Digital — launch film
0:27▶
Brand Avatar · Founder SeriesConsistent avatar, 6 campaigns
0:23▶
UGC Engine · D2C40 hook variants, one product

Real renders land here as clients approve public use. Until then — structure over screenshots.

Web & WordPress

Sites that sell, dashboards that decide.

SaaS landing design

SaaS Landing — Pulseboard

Conversion-first landing: product shot, social proof, anomaly-alert hook. Built to ship in days.

UI/UXLANDINGSAAS
 Clinic WordPress design

WordPress — CarePoint Clinic

Multi-specialty clinic site: live slot booking, services grid, trust stats. Elementor Pro build.

WORDPRESSELEMENTORHEALTHCARE
 WooCommerce store design

WooCommerce — ForgeFuel

D2C supplement store: bold identity, product grid, stack builder. WordPress + WooCommerce.

WOOCOMMERCED2CECOM
 Hospital Power BI dashboard

Power BI — Hospital Operations

Executive dashboard over SevaSangraha HMS: patient flow, payor mix, AI-triage impact, branch KPIs.

POWER BIDIRECTQUERYHEALTHCARE
 E-commerce Power BI dashboard

Power BI — E-Commerce Sales

Shopify + Meta + GA4 + Klaviyo in one view: ROAS, funnel, cohort retention, campaign table.

POWER BISHOPIFYMARKETING
 n8n lead-gen automation

n8n — WhatsApp Lead-Gen

AI qualifier → score gate → Cal.com booking or nurture sequence. 14k+ executions, 0 errors today.

N8NWHATSAPPHUBSPOT

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