Solutions
Professional services, proven use cases, and industry programs — structured like enterprise AI teams expect: discover, design, deploy, and scale.
Services · Overview
How we work with your team
ideasbd pairs platform capabilities with a services layer: model customization, value realization, and deployment. Each engagement starts with a joint success plan, security alignment, and a phased path from pilot to production.
What you get
- Named solution architect and weekly steering cadence
- Runbooks for incident response, model updates, and access reviews
- Integration templates for IdP, SIEM, and data catalogs
Outcomes
- Time-to-first-production use case in weeks, not quarters
- Documented guardrails and evaluation gates per workload
- Executive-ready KPIs: adoption, latency, cost per outcome
Typical timeline: discovery (1–2 weeks) → pilot (4–6 weeks) → production hardening (ongoing).
Services
Model customization
Adapt foundation models to your vocabulary, policies, and data without sacrificing safety. We help you choose the right technique — prompt packs, RAG, fine-tuning, or distillation — and prove gains with held-out evals.
Offerings
- Domain adaptation and instruction tuning on approved datasets
- Synthetic data generation with human review loops
- Red-team and bias sweeps before promotion to production
Deliverables
- Model card, data card, and evaluation report per release
- Versioned prompts and retrieval indexes in Console
- Rollback playbooks and shadow-traffic validation
Services
Value realization
AI only matters when workflows change. We facilitate workshops with ops, risk, and IT to prioritize use cases, define human-in-the-loop checkpoints, and tie automation to revenue, cost, or risk reduction.
- Executive briefings and scenario planning with benchmark data
- Change management: playbooks, office hours, and “champion” training
- Quarterly business reviews with usage, quality, and ROI narratives
Example: a support org moves 35% of tier-1 volume to grounded chat while maintaining CSAT — we document the routing logic and escalation paths in your CRM.
Services
Deployment
Production-grade landing zones for ideasbd in your cloud or ours: networking, secrets, observability, and backup. We align with your change windows and compliance artifacts (SOC 2, ISO, sector-specific).
Technical scope
- VPC design, private connectivity, and egress controls
- HA inference pools, autoscaling policies, and cost alerts
- Integration with your logging, tracing, and ticketing stack
Go-live
- Canary releases and feature flags per workspace
- Runbooks for drift detection and emergency model swap
- Post-go-live hypercare with on-call coverage options
Use cases · Overview
Where ideasbd wins first
Most customers start with high-friction knowledge work: engineering velocity and document-heavy processes. Below are two flagship patterns; both connect to the same governance and analytics layer in the platform.
Coding & SDLC
Agents that understand your repos, open PRs with tests, and respect branch policies — see Coding.
Document processing
Classification, extraction, and Q&A over contracts, policies, and mail — see Document processing.
Use cases
Coding
Pair ideasbd Code Flow with your SCM and CI. Teams use it for greenfield features, legacy refactors, test generation, and incident triage — always with optional human review before merge.
- Repo-indexed chat and multi-file edits with policy checks (secrets, licenses)
- Integration with Jira, Linear, or Azure Boards for traceability
- Custom eval sets per service to track regression on generated patches
Use cases
Document processing
Combine Document AI with retrieval and workflow automation. Typical flows: intake → classify → extract fields → route to ERP or case system → audit trail in Console.
- Layout-aware OCR and table extraction for invoices and forms
- Human validation UI for low-confidence spans
- Retention and residency policies applied at collection time
Industries
Public sector & government
Architectures that emphasize data sovereignty, access logging, and procurement-friendly contracts. Deploy in dedicated regions or customer-operated environments with disconnected options for highly sensitive workloads.
- Role-based access aligned to agency directory groups
- Air-gapped or one-way data diode patterns where required
- Citizen-facing assistants with citation-backed answers
Industries
Financial services
Model risk hooks, immutable audit logs, and segregation of duties for prompt and tool changes. Common workloads: research summarization, KYC assist, and operations copilots with maker-checker flows.
- Integration with GRC tools and ticketing for approvals
- PII detection and masking pipelines before model input
- Latency SLOs for client-facing and trading-adjacent systems
Programs
For enterprises
VPC peering, SSO, custom SLAs, and dedicated customer success. We support security questionnaires, pen-test windows, and custom DPAs. Volume commits unlock reserved capacity and discounted inference.
Private deployment
Isolated control planes and tenant-specific encryption keys in your cloud subscription.
Success & training
Platform bootcamps, prompt libraries, and executive readouts each quarter.