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Autonomous Workflows Engineered for High Stakes.

Automate complex back-office loops, document extraction, support triage, and cross-platform sync with deterministic LLM pipelines that eliminate repetitive human drudgery.

Engineering Philosophy

Workflow Automation & LLM Pipelines

Most enterprise workflows get bogged down in unstructured data: PDF invoices, customer emails, support tickets, and legacy spreadsheets that require hours of manual handling.

Terniqs builds intelligent automation pipelines that ingest, parse, validate, and write data directly across your software stack with strict schema validation and complete audit trails.

Capabilities & Deliverables

Automation Capabilities

01.

Intelligent Document Processing (IDP)

High-speed multi-modal parsing of complex PDFs, contracts, scanned receipts, and invoices with structured JSON schema outputs and confidence scoring.

TERNIQS SPEC✓ DELIVERABLE
02.

Async Message & Ticket Triage

Real-time categorization, urgency scoring, and automated routing of incoming support emails, tickets, and customer inquiries with smart drafting.

TERNIQS SPEC✓ DELIVERABLE
03.

Multi-Step Agentic Loops

Orchestrating multi-model pipelines with LangGraph/Temporal where agents cross-verify outputs, perform research, and execute validated transactions.

TERNIQS SPEC✓ DELIVERABLE
04.

Deterministic Schema Enforcement

Ensuring 100% type-safe structured outputs using Zod, Pydantic, and grammar-constrained decoding to eliminate hallucinated JSON syntax.

TERNIQS SPEC✓ DELIVERABLE
05.

Human-in-the-Loop Approval Hubs

Intuitive review interfaces for flagged anomalies where staff can review, edit, and approve low-confidence pipeline outputs with single-click audit logging.

TERNIQS SPEC✓ DELIVERABLE
06.

Enterprise Webhook & API Mesh

Bi-directional synchronization between Salesforce, HubSpot, Stripe, Slack, Notion, and your proprietary PostgreSQL database.

TERNIQS SPEC✓ DELIVERABLE
Execution Framework

How We Automate

STEP 01

Audit

Map Friction Points

We analyze your team's manual operations to isolate the highest-friction repetitive steps.

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STEP 02

Orchestrate

Pipeline Architecture

We build multi-agent graphs with strict schemas, fallback retries, and validation checkpoints.

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STEP 03

Connect

API Integrations

We connect all data sources and destinations with secure token auth and rate-limited queuing.

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STEP 04

Automate

Production Rollout

We test edge cases, monitor throughput, and deliver telemetry dashboards with error alerting.

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Ready to automate your most time-consuming workflows?

Talk directly with our lead architects and engineers. No sales reps, no fluff — just technical scope and clear milestones.

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